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cs.CV2021
Explaining Convolutional Neural Networks by Tagging Filters
Anna Nguyen, Daniel Hagenmayer, Tobias Weller +1
Convolutional neural networks (CNNs) have achieved astonishing performance on various image classification tasks, but it is difficult for humans to understand how a classification…
cs.CV2020
Right for the Right Reason: Making Image Classification Robust
Anna Nguyen, Adrian Oberföll, Michael Färber
The effectiveness of Convolutional Neural Networks (CNNs)in classifying image data has been thoroughly demonstrated. In order to explain the classification to humans, methods for v…